This repository presents a comparative study on the generalizability of Kolmogorov-Arnold Networks (KAN), Multi-Layer Perceptrons (MLP), and Long Short-Term Memory networks (LSTM) in Q-learning for ...
@misc{GANESH2024KANGPT, author = {Aditya Nalgunda Ganesh}, title = {KAN-GPT: The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov ...
Abstract: Traditional Multi-Layer Perceptrons (MLPs) typically employ fixed activation functions and large weight matrices to learn the complex patterns present in these representations. This leads ...